Questions tagged [derivatives]

Questions on the evaluation of derivatives or problems involving derivatives (for example, use of the mean value theorem).

The derivative of a function of a real variable measures the sensitivity to change of the function value (output value) with respect to a change in its argument (input value)

Derivative of a function has a very natural geometric and physical interpretation: it corresponds to slope of the tangent line and to instantaneous velocity. In applications, it usually describes the rate of change of a physical variable.

Basic techniques used for computing the derivative of a given function are

It is useful to know the derivatives of elementary functions. This tag is intended for questions on the evaluation of derivatives.

Derivatives may be generalized to functions of several real variables. In this generalization, the derivative is reinterpreted as a linear transformation whose graph is (after an appropriate translation) the best linear approximation to the graph of the original function. The Jacobian matrix is the matrix that represents this linear transformation with respect to the basis given by the choice of independent and dependent variables. It can be calculated in terms of the partial derivatives with respect to the independent variables. For a real-valued function of several variables, the Jacobian matrix reduces to the gradient vector.

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Backpropagation Derivative

I am new to AI and currently studying how backpropagation works. Refer to the diagram below, it seems derivative $\frac{\partial f}{\partial w}$ can be expressed as $\left ( \sigma(\sigma (wx)) (1-\sigma(\sigma(wx) ) \right )$. Can anyone please…
thom
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The nth derivative of x[A +Bf(x)]^n

In the course of using the Cauchy Residue Theorem for a particular problem, I have a pole of order $n$ that yields the residue $$ R(z)= \lim_{s\rightarrow z} \frac{(s-z)^n}{s[A+Bf(s)]^n} $$ where $A$, $B$, and $z$ which is a zero of $[A+Bf(s)]$ are…
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Differentiate with respect to time

So I need to find the differential with respect to time of 4sec(theta)- Find dr/dt and d^2r/dt^2 of r=4sec(theta) please? The r(theta). This is what I have tried- 4(sectan * d(theta)/dt) =dr/dt 4sectan(d^2theta/dt^2) + (4sec^3(dtheta/dt)+…
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Computing $\lim _{x\to 0}\left(x^2\cos\left(\frac{1}{x}\right)\right)$, why is it still defined?

Now I know the $\lim _{x\to 0}\left(x^2\cos\left(\frac{1}{x}\right)\right)$ is equal to $0$ by the squeeze theorem of functions or just $0$ multiply by something else. But what about the $\frac{1}{x}$ ? as $x$ approaches $0$ isn't $\cos$ still…
CountDOOKU
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How to find the derivative of every point in the interval?

For example: Find the following derivatives for the given values of $x$. $$\frac{d}{dx}\arccos (x^2), x \in (−1, 1).$$ Now finding the derivative is easy: $$=-\frac{2x}{\sqrt{1-x^4}}.$$ Am I suppose to find the derivatives at every point in that…
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How do I take the derivative of $-f \nabla^2(f)$ with respect to $f$?

How do I perform the derivative of $$-f\nabla^2f$$ with respect to $f$, i.e. $$\frac{\delta(-f\nabla^2f)}{\delta f}~?$$ The answer is supposedly $-2\nabla^2f$.
skullor02
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finding the minimum speed of a particle

A particle $P$ is moving along a straight line. The fixed point $O$ lies on the line. At time $t\geq0$ seconds, the displacement of $P$ from $O$ is $s$ meters where $s = t^3 -9t^2 + 33t - 6$. Find the minimum speed of $P$. Edit: So I've tried to…
teft24
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What is the total derivative of a total derivative?

Suppose a function $y(t)$. Its total derivative is: $$ d y(t)=y'(t)dt $$ Now I want to take the total derivative again: $$ d(dy(t))=d(y'(t)dt)=(dy'(t))dt+y'(t)d(dt)=y''(t)dt+y'(t)d(dt) $$ What is $d(dt)$ - is it zero?
Anon21
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Differentiate a function w.r.t. a ratio, i.e. $\frac{df} {d(\frac{y}{x})}$

I am differentiating a function $f(x,y) = ax( \frac{y}{x} + b)$ with respect to $\frac{y}{x}$ (where $a$ and $b$ are constants). I am doing it in 2 ways and different results come up. What goes wrong? When $f(x,y) = ax(\frac{y}{x}+ b)$, then:…
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If $y=\frac{1}{3u}\frac{du}{dx}$, find $\frac{dy}{dx}.$

If $y=\frac{1}{3u}\frac{du}{dx}$, find $\frac{dy}{dx}.$ My thoughts: Differentiating with respect to x gives: $\frac{dy}{dx}=\frac{1}{3u}\frac{d^2u}{dx^2}-\frac{1}{3u^2}\frac{du}{dx}$ However, it should…
Jamminermit
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Product rule or chain rule?

Does one take the product rule or chain rule when there are 3 terms with variable being multiplied together. example taking $$ x = r\cdot \cos \theta \cdot \sin \phi $$ at an instant in time $$ x(t) = R(t) \cdot \cos\theta(t) \cdot \sin\phi(t) …
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Coefficients of $\frac{\frac{d^n}{dx^n} \sin(\ln(x))}{n!}$ are less then 1

The coefficients of $\frac{\frac{d^n}{dx^n} \sin(\ln(x))}{n!}$ are less then 1 for n >> 0? how i prove it? I asked a similar question some time ago, but I still can't solve it, the question can be found here Expression for $\frac{d^n}{dx^n}…
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Are these two formulations of a differentiation equivalent?

I'm wondering if the following equation holds? Especially, if the second = is correct - or under which prerequisits it would be correct? $$\frac{\partial\alpha_{\Delta}}{\partial e_{\Delta}}\frac{d e_{\Delta}}{dt} =…
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derivative function of area function $1-(1-x)^s$

I'm looking for a function $f(z)$ with $\int \limits^x_0 f(z)dz=1-(1-x)^s$ where $02$). The derivative of the integral leads to $f(x)=s(1-x)^{s-1}$, but if one integrates this function, the original area function couldn't be…
buja
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Finding a rate of sphere area increase given its volume increase

Volume of sphere, $V = \dfrac43 \pi r^3$ Surface area of sphere $S = 4 \pi r^2$ If we know, $\dfrac{dV}{dt} = R$ Let us consider both volume and area as composite functions, thus $$\dfrac{dV}{dt} = \dfrac{dV}{dr} \times \dfrac{dr}{dt} = 4 \pi r^2…
Versteher
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